Integrating user-side information into matrix factorization to address data sparsity of collaborative filtering
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Springer Science and Business Media LLC
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https://link.springer.com/content/pdf/10.1007/s00530-024-01261-8.pdf
Reference54 articles.
1. Aljunid, M.F., Dh, M.: An efficient deep learning approach for collaborative filtering recommender system. Proc. Comput. Sci. 171, 829–836 (2020)
2. Angulo, C., Falomir, Z., Anguita, D., Agell, N., Cambria, E.: Bridging cognitive models and recommender systems. Cogn. Comput. 12, 426–7 (2020)
3. Ar, Y.: An initialization method for the latent vectors in probabilistic matrix factorization for sparse datasets. Evol. Intell. 13(2), 269–81 (2019)
4. Behara, G., Yannam, V.R., Nayyar, A., Bagal, D.K.: Integrating metadata into deep autoencoder for handling prediction task of collaborative recommender system. Multimed. Tools Appl. 1–23 (2023)
5. Behera, G., Mohapatra, R.K., Bhoi, A.K.: A mixed collaborative recommender system using singular value decomposition and item similarity. In: International Conference on Machine Learning, IoT and Big Data, pp. 259–267. Springer (2023)
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